hand_dapg

Robotic control algorithm

Develops reinforcement learning-based control algorithms for complex robotic tasks like dexterous hand manipulation.

Repository to accompany RSS 2018 paper on dexterous hand manipulation

GitHub

234 stars
7 watching
31 forks
Language: Python
last commit: almost 2 years ago
imitation-learningmujoco-environmentsreinforcement-learningroboticssimulation

Related projects:

Repository Description Stars
robotology/whole-body-controllers Develops control algorithms for humanoid robots using Simulink-based whole-body controllers 125
andyzeng/visual-pushing-grasping An implementation of a deep reinforcement learning method for robotic manipulation 940
aravinthpanch/gesture-recognition-for-human-robot-interaction This project enables humans to control robots using hand gestures by tracking skeletal points and translating them into robot movements or actions. 72
hubfire/muti-branch-ddpg-carla An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments. 81
mirsking/deep_learning_for_detectin_robotic_grasps Research code for detecting robotic grasps using deep learning algorithms 42
rorschachuk/mearmpi Controls movement of a robotic arm with inverse kinematics 57
personalrobotics/aikido A C++ library and Python bindings for solving motion planning and decision making problems in robotics. 217
ikostrikov/pytorch-ddpg-naf An implementation of reinforcement learning algorithms for continuous control tasks using deep neural networks. 307
rajesh-siraskar/reinforcement-learning-for-control-of-valves Develops and tests a reinforcement learning-based control system for non-linear valve models using Deep Deterministic Policy-Gradient algorithm 80
rr-learning/trifinger_rl_datasets A collection of robotics datasets and simulated environments for training reinforcement learning algorithms on real robot hardware 17
robotis-git/open_manipulator_msgs Provides ROS messages and tools for controlling and programming a robotic arm 8
gavinlyonsrepo/rpimotorlib A Python library to control and interface with various motor systems on Raspberry Pi boards. 316
smartlab-purdue/robotarium-rendezvous-rssdoa Multi-agent consensus control in Robotarium platform using various rendezvous and bearing-only algorithms. 47
yashbansod/robotics-planning-dynamics-and-control A collection of MATLAB codes for simulating and controlling robots, focusing on planning, dynamics, and control 364
sergioskar/robotic-arm An open-source project that models and controls a 4-degree-of-freedom robotic arm using MATLAB 76